Dontopedia

Oscillator Frequency

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Oscillator Frequency has 4 facts recorded in Dontopedia across 3 references, with 1 live disagreement.

4 facts·3 predicates·3 sources·1 in dispute
Maturity scale raw canonical shape-checked rule-derived certified

Other facts (4)

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4 facts
PredicateValueRef
VibratesPrevious Knowledge to Top[1]
VibratesKnowledge[2]
Brings to TopPrevious Knowledge[1]
Reflectsweight structure[3]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

4 undated
—
bringsToTopblah/papers/part-7
ex:previous-knowledge
—
vibratesblah/papers/part-7
ex:previous-knowledge-to-top
—
vibratesblah/papers/7
ex:knowledge
—
reflectsblah/watt-activation/437
weight structure

References (3)

3 references
  1. [1]Part 72 facts
    ctx:discord/blah/papers/part-7
  2. [2]71 fact
    ctx:discord/blah/papers/7
    • full textpapers-7
      text/plain3 KBdoc:agent/papers-7/7b4b3e8d-bf20-4d8f-b4b7-07e54c50352b
      Show excerpt
      [2026-03-27 02:13] rolandnsharp7643: This is a really clean result. Freeze-and-route is elegant in its simplicity and the numbers speak for themselves — doubling Experience Replay on CIFAR-10 without any replay buffer is strong. Reading…
  3. [3]4371 fact
    ctx:discord/blah/watt-activation/437
    • full textwatt-activation-437
      text/plain2 KBdoc:agent/watt-activation-437/94778811-e9af-457d-8d9d-31ec2a8bc69b
      Show excerpt
      [2026-03-20 07:03] xenonfun: ⏺ That's the key insight — the frequencies aren't arbitrary, they're derived from the weight data itself. A spectral fingerprint of what the model actually learned. So each client model gets hashed into oscil…

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